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Forecast ca9b71d3 · published 2026-08-31
Around 364 job postings mentioning ai literacy are expected the week of Sep 28–Oct 4, 2026 (likely range: 0–1070, 80% coverage) — down from 1222 the week of Aug 31–Sep 6, 2026.
Confirmed
What was claimed
The forecast
- Target period
- Sep 28–Oct 4, 2026
- Predicted mentions
- 364 job postings
- Direction
- ↓ Falling
- Method
- Linear trend fit with confidence interval
- Review by
- 2026-10-04
- Expires
- 2026-10-11
Confidence at publication
Early signal
What happened
Outcome
- Actual mentions
- 6 job postings
- Off by
- 358 postings
- Accuracy
- 2%
- Direction
- ✓ Called correctly
- Predicted range
- ✓ Actual fell inside it
Interval 0.0-1069.8 covered the observed 6.0 (down) in 2026-W40; point estimate was 364.2 (down).
Observed history
ai literacy — the series behind the fit
Jul 27–Aug 2, 2026: 1 mentionsAug 3–9, 2026: 2 mentionsAug 10–16, 2026: 1 mentionsAug 17–23, 2026: 2 mentionsAug 24–30, 2026: 66 mentionsAug 31–Sep 6, 2026: 35 mentions
How we know
Evidence
40+
Confidence
Early signal
Source diversity
2 sources
95% from one source — treat as narrow
Last updated
2026-08-31
Reality validation
- Predicted
- 364.24
- Actual
- 6
- Accuracy
- 2%
- Direction
- called correctly
How this forecast was made
- Approach
- Linear trend fitted to recent weekly counts, with a range to account for uncertainty
- How far ahead
- 4 weeks
- Checked against reality by
- 2026-10-04
- Can it be edited?
- No — forecasts are locked at publication and scored as-is
Track record for ai literacy
13 forecasts published, 13 scored, mean accuracy 37%.
Primary sources